Federated Doubly Stochastic Kernel Learning for Vertically Partitioned
Data

Federated Doubly Stochastic Kernel Learning for Vertically Partitioned Data

14 August 2020

Xiang Li

Heng-Chiao Huang

Papers citing "Federated Doubly Stochastic Kernel Learning for Vertically Partitioned Data"

12 / 12 papers shown

Title
Effective and Efficient Cross-City Traffic Knowledge Transfer: A Privacy-Preserving Perspective Zhihao Zeng Ziquan Fang Yuting Huang Lu Chen Yunjun Gao 163 0 0 15 Mar 2025
Quadruply Stochastic Gradient Method for Large Scale Nonlinear Semi-Supervised Ordinal Regression AUC Optimization Wanli Shi Bin Gu Xinag Li Heng-Chiao Huang 116 13 0 24 Dec 2019
Quadruply Stochastic Gradients for Large Scale Nonlinear Semi-Supervised AUC Optimization Wanli Shi Bin Gu Xiang Li Xiang Geng Heng-Chiao Huang 47 15 0 29 Jul 2019
Scalable Semi-Supervised SVM via Triply Stochastic Gradients Xiang Geng Bin Gu Xiang Li Wanli Shi Guansheng Zheng Heng-Chiao Huang 25 11 0 26 Jul 2019
Federated Forest Yang Liu Yingting Liu Zhijie Liu Junbo Zhang Chuishi Meng Yu Zheng FedML 67 145 0 24 May 2019
SecureBoost: A Lossless Federated Learning Framework Kewei Cheng Tao Fan Yilun Jin Yang Liu Tianjian Chen Dimitrios Papadopoulos Qiang Yang FedML 95 583 0 25 Jan 2019
Entity Resolution and Federated Learning get a Federated Resolution Richard Nock Stephen Hardy Wilko Henecka Hamish Ivey-Law Giorgio Patrini Guillaume Smith Brian Thorne FedML 76 87 0 11 Mar 2018
Feature-Distributed SVRG for High-Dimensional Linear Classification Gong-Duo Zhang Shen-Yi Zhao Hao Gao Wu-Jun Li 38 17 0 10 Feb 2018
Private federated learning on vertically partitioned data via entity resolution and additively homomorphic encryption Stephen Hardy Wilko Henecka Hamish Ivey-Law Richard Nock Giorgio Patrini Guillaume Smith Brian Thorne FedML 55 536 0 29 Nov 2017
Scale Up Nonlinear Component Analysis with Doubly Stochastic Gradients Bo Xie Yingyu Liang Le Song 39 43 0 14 Apr 2015
Scalable Kernel Methods via Doubly Stochastic Gradients Bo Dai Bo Xie Niao He Yingyu Liang Anant Raj Maria-Florina Balcan Le Song 121 230 0 21 Jul 2014
HOGWILD!: A Lock-Free Approach to Parallelizing Stochastic Gradient Descent Feng Niu Benjamin Recht Christopher Ré Stephen J. Wright 191 2,273 0 28 Jun 2011